Low-cost Fabrication and Comparative Evaluation of Machine Learning Algorithms for Flexible PDMS-based Hexagonal Patch Antenna
Published in Scientific Reports, 2025
A flexible hexagonal patch antenna on PDMS for sub-6 GHz 5G wearable applications, paired with a validated low-cost fabrication process. Random Forest, XGBoost, CatBoost, and LightGBM were compared to optimize antenna design parameters from full-wave EM simulation data.
Recommended citation: Sarvesan, S., Reddy, M. G., Karthikeyan, S. S., & Sekhar, P. K. (2025). "Low-cost Fabrication and Comparative Evaluation of Machine Learning Algorithms for Flexible PDMS-based Hexagonal Patch Antenna." Scientific Reports, 15(1), 30187.
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